A 3D convolutional neural network for diagnosing prostate cancer using volumetric T2-weighted MRI.

Author:Pritesh Mehta  Michela Antonelli  Shonit Punwani  Sebastien Ourselin  

Institution:King's College London  King's College London  University College London  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Prostate MRI: Technical Developments  

Program Number:1633  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 25  

A Fully Automatic Blind Estimation of Tumor Microvascular Permeability using Embedded Unsupervised Regularizations based on Prostate DCE-MRI

Author:Junjie Wu  Ya Cao  Xiaodong Zhang  Xiaoying Wang  Jue Zhang  

Institution:Peking University  Peking University  Peking University First Hospital  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Prostate MRI: Technical Developments  

Program Number:1612  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 4  

A quality control system for automated prostate segmentation on T2-weighted MRI

Author:Mohammed Sunoqrot  Kirsten Selnæs  Olmo Zavala-Romero  Radka Stoyanova  Tone Bathen  Mattijs Elschot  

Institution:NTNU, Norwegian University of Science and Technolog  University of Miami Miller School of Medicine  St. Olavs Hospital  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Prostate MRI: Technical Developments  

Program Number:1622  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 14  

Application of hierarchical clustering to multi-parametric MR in prostate: Differentiation of tumor and normal tissue with high accuracy

Author:Yuta Akamine  Yu Ueda  Yoshiko Ueno  Takamichi Murakami  Masami Yoneyama  Makoto Obara  Marc Van Cauteren  

Institution:Kobe University Graduate School of Medicine  Kobe University Hospital  Philips Japan  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Prostate MRI: Technical Developments  

Program Number:1615  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 7  

Assessment of the prostate cancer with HyperCube T2-weighted imaging

Author:Motoyuki Katayama  Takayuki Masui  Kazuma Terauchi  Mitsuteru Tsuchiya  Masako Sasaki  Kenshi Katayama  Takahiro Yamada  Mitsuharu Miyoshi  

Institution:GE Healthcare Lapan  Seirei Hamamatsu General Hospital  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Prostate MRI: Technical Developments  

Program Number:1628  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 20  

Association of peri-prostatic adipose tissue (PPAT) and prostate cancer (PCa)

Author:Qiong Ye  Qi Zhang  Zhao Zhang  

Institution:The First Affiliated Hospital of Wenzhou Medical University  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Prostate MRI: Technical Developments  

Program Number:1626  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 18  

Automatic detection of prostate cancer lesion using various deep neural network in multi-parametric MRI combined including quantified parameters.

Author:Jinseong Jang  Jeong Kon Kim  Subeom Park  Won Tae Kim  Shin Uk Kang  Myung Jae Lee  Dongmin Kim  

Institution:Asan Medical Center  JLK Inspection  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Prostate MRI: Technical Developments  

Program Number:1624  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 16  

Classification of prostate cancer by radiomics

Author:jing zhang  Yu-dong Zhang  Yang Song  Xu Yan  Guang Yang  

Institution:East China Normal university  Jiangsu Province Hospital  MR Scientific Marketing, Siemens Healthcare  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Prostate MRI: Technical Developments  

Program Number:1631  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 23  

Comparison of 12 different constructs of pre-trained convolutional encoders for semantic segmentation in prostate brachytherapy MRI

Author:Jeremiah Sanders  Steven Frank  Gary Lewis  Jingfei Ma  

Institution:University of Texas MD Anderson Cancer Center  University of Texas Medical Branch  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Prostate MRI: Technical Developments  

Program Number:1613  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 5  

Computer aided diagnosis of prostate cancer in central gland using GOIA-sLASER 1H MRS

Author:Neda Gholizadeh  Peter Greer  John Simpson  Peter Lau  Arend Heerschap  Saadallah Ramadan  

Institution:Calvary Mater Newcastle  Radboud University Medical Center, Nijmegen  The University of Newcastle  Hunter Medical Research Institute (HMRI)  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Prostate MRI: Technical Developments  

Program Number:1617  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 9  

Developments of Unet, Unet plus Conditional Random Field Insert, and Bayesian Vnet CNNs for Zonal Prostate Segmentation

Author:Peng Cao  Susan Noworolski  Sage Kramer  Valentina Pedoia  Antonio Westphalen  Peder Larson  

Institution:University of California at San Francisco  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Prostate MRI: Technical Developments  

Program Number:1619  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 11  

Heterogeneous alternation of fat content of varied adipose deposits in prostate cancer patients

Author:Qiong Ye  Zhao Zhang  

Institution:The First Affiliated Hospital of Wenzhou Medical University  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Prostate MRI: Technical Developments  

Program Number:1627  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 19  

Joint estimation of the field inhomogeneity and geometrical distortion for quantitative susceptibility mapping of the prostate

Author:Reyhaneh Nosrati  Wilfred Lam  Ana Pejovic-Milic  Greg Stanisz  

Institution:Ryerson University  Sunnybrook Research Institute  University of Toronto  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Prostate MRI: Technical Developments  

Program Number:1620  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 12  

MR Fingerprinting and Diffusion Mapping based Neural Network Classifier for significant prostate cancer characterization in Peripheral Zone and Transition Zone

Author:Kun Yang  Ananya Panda  Verena Obmann  Jesse Hamilton  Katie Wright  Vikas Gulani  

Institution:Case Western Reserve University  Mayo Clinic  Mayo Clinic  Inselspital  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Prostate MRI: Technical Developments  

Program Number:1630  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 22  

New three-parameter mathematical model for accurately fitting early enhancement of ultrafast dynamic contrast enhanced MRI to improve diagnosis of prostate cancer

Author:Xiaobing Fan  Aritrick Chatterjee  Shiyang Wang  Federico Pineda  Ty Easley  Aytekin Oto  Gregory Karczmar  

Institution:University of Chicago  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Prostate MRI: Technical Developments  

Program Number:1618  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 10  

Object Recognition for Fully Automated Reference Tissue Normalization of T2-weighted MR Images of the Prostate

Author:Mattijs Elschot  Gabriel Nketiah  Mohammed Sunoqrot  Tone Bathen  

Institution:NTNU, Norwegian University of Science and Technology  St. Olavs Hospital, Trondheim University Hospital  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Prostate MRI: Technical Developments  

Program Number:1614  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 6  

Optimized 3D Variable Flip Angle Fast Spin Echo: Simulating Different Prostate Tissue Types to Improve Contrast for Prostate Cancer Detection

Author:Steven Shea  

Institution:Loyola University Chicago  Loyola University Medical Center  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Prostate MRI: Technical Developments  

Program Number:1616  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 8  

Prostate cancer detection using an integrated slice-by-slice shimming acquisition scheme and three MR diffusion models: correlation with in-bore transperineal MR-guided biopsy

Quantitative comparison of luminal water imaging with DWI for characterization of prostate cancer aggressiveness: early experience

Author:Stefanie Hectors  Daniela Said  Jeffrey Gnerre  Ashutosh Tewari  Bachir Taouli  

Institution:Icahn School of Medicine at Mount Sinai  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Prostate MRI: Technical Developments  

Program Number:1632  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 24  

Radiomics based on Multiparametric MRI for Predicting Upgrading of Prostate Cancer from Biopsy to Radical Prostatectomy

Test-retest repeatability of ADC measurements using MUSE: Evaluation in phantoms and prostate

Author:Fuad Nurili  Maggie Fung  Yulia Lakhman  Ricardo Otazo  David Yusupov  Elena Kaye  Oguz Akin  Yousef Mazaheri  

Institution:Memorial Sloan Kettering Cancer Center  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Prostate MRI: Technical Developments  

Program Number:1611  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 3  

The Use of Relaxation Maps from Synthetic MRI in Differential Diagnosis of Prostate Cancer

Author:Yadong Cui  Yue Lin  Chunmei Li  Jianxun Qu  Bing Wu  Min Chen  

Institution:Beijing Hospital, National Center of Gerontology  Ge Healthcare  GE Healthcare  Graduate School of Peking Union Medical College  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Prostate MRI: Technical Developments  

Program Number:1609  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 1  

Two exploratory radiomics segmentation algorithms in T2-weighted imaging analysis for predicting apical positive surgical margins of prostate cancer: A pilot study

Author:Xiang Liu  Shuai Ma  Xiaodong Zhang  Xiaoying Wang  

Institution:Peking University First Hospital  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Prostate MRI: Technical Developments  

Program Number:1610  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 2  

Use of kz-Space for Sub-mm Through-Plane Resolution in Multi-slice MRI: Application to Prostate

Author:Soudabeh Kargar  Eric Borisch  Adam Froemming  Roger Grimm  Akira Kawashima  Bernard King  Eric Stinson  Stephen Riederer  

Institution:Mayo Clinic  Mayo Clinic  Mayo Graduate School  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Prostate MRI: Technical Developments  

Program Number:1625  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 17  

Variable Flip Angle T1 Consistency with and without Compensating for B1+ inhomogeneity in 3T Prostate MRI

Author:Xinran Zhong  Sepideh Shakeri  Dapeng Liu  James Sayre  Steven Raman  Holden Wu  Kyunghyun Sung  

Institution:University of California, Los Angeles  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Prostate MRI: Technical Developments  

Program Number:1621  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 13